Traffic Sensor Analysis Dashboard

Interactive visualization and analysis of traffic sensor data with advanced analytics for pattern recognition and data quality assessment.

Sensor Map

Geographic distribution of sensors colored by data completeness percentage.

Data Availability

Heatmap showing when data is available across sensors over time.

Sensors Comparison

Interactive comparison of traffic patterns from top sensors.

Top Sensor Analysis (ID: 10048)

Detailed analysis of data from the sensor with the most readings.

Calendar Heatmap

Traffic patterns by day of week and hour of day for the top sensor.

Window Count Distribution

Number of available time windows (size=24) for each sensor.

Completeness Trend

How data completeness changes over time across all sensors.

Monthly Coverage Matrix

Monthly data coverage percentage for top sensors.

Daily Traffic Patterns

Average traffic patterns by hour of day and day of week for top sensors.

Weekday vs. Weekend Profiles

Comparison of traffic patterns between weekdays and weekends.

Sensor Clustering

Clustering of sensors based on similar traffic patterns.

Traffic Sensor Analysis Dashboard | Created with Python and Plotly using data from Urban Observatory | Carrow Morris-Wiltshire 2025